Dual response optimization: The desirability approach

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dc.contributor.authorKoksoy, O
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2005
dc.departmentNiğde ÖHÜ
dc.description.abstractDesigning high-quality products and processes at low cost is an economic and technological challenge to the engineer. Recent advances in quality technology have resulted from considering the variation of a quality characteristic as well as its mean value. In the 1990s, much attention was given to the optimization of dual response systems as an important response surface methodology tool for quality improvement. The most recent articles have all relied on nonlinear programming techniques to obtain the actual solution. While these techniques certainly work, it is also possible to solve the dual response problems using the more familiar technique of multiple response optimization. We demonstrate this using the desirability function approach. The proposed approach allows to specify minimum and maximum acceptable values for each response in addition to specifying certain parameters to be chosen so that this gives more flexibility to the decision maker in exploring alternative solutions and the trade-offs between the mean and standard deviation responses. A numerical example illustrates the methodology. Comparisons with other existing methods were also discussed.
dc.identifier.endpage342
dc.identifier.issn1072-4761
dc.identifier.issue4
dc.identifier.scopus2-s2.0-33749457664
dc.identifier.scopusqualityQ3
dc.identifier.startpage335
dc.identifier.urihttps://hdl.handle.net/11480/5562
dc.identifier.volume12
dc.identifier.wosWOS:000234321500003
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKoksoy, O
dc.language.isoen
dc.publisherUNIV CINCINNATI INDUSTRIAL ENGINEERING
dc.relation.ispartofINTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectdual response optimization
dc.subjectdesirability function approach
dc.subjectquality improvement
dc.subjectrobust parameter design
dc.titleDual response optimization: The desirability approach
dc.typeArticle

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